Dockerfile for tensorflow_serving devel image on arm64 CPU. Build run image from this one.

Dockerfile.devel-aarch64-cpu

# Copyright 2018 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
FROM ubuntu:18.04 as base_build

ARG TF_SERVING_VERSION_GIT_BRANCH=master
ARG TF_SERVING_VERSION_GIT_COMMIT=head

LABEL [email protected]
LABEL tensorflow_serving_github_branchtag=${TF_SERVING_VERSION_GIT_BRANCH}
LABEL tensorflow_serving_github_commit=${TF_SERVING_VERSION_GIT_COMMIT}

RUN apt-get update && apt-get install -y --no-install-recommends \
        automake \
        build-essential \
        ca-certificates \
        curl \
        git \
        libcurl3-dev \
        libfreetype6-dev \
        libpng-dev \
        libtool \
        libzmq3-dev \
        mlocate \
        openjdk-8-jdk\
        openjdk-8-jre-headless \
        pkg-config \
        python-dev \
        python-numpy \
        python-h5py \
        software-properties-common \
        swig \
        unzip \
        wget \
        zip \
        zlib1g-dev \
        && \
    apt-get clean && \
    rm -rf /var/lib/apt/lists/*

RUN curl -fSsL -O https://bootstrap.pypa.io/get-pip.py && \
    python get-pip.py && \
    rm get-pip.py

# RUN pip --no-cache-dir install \
#     future>=0.17.1 \
#     grpcio \
#     h5py \
#     keras_applications \
#     keras_preprocessing \
#     mock \
#     requests
#     # numpy \

RUN pip --no-cache-dir install future>=0.17.1
RUN pip --no-cache-dir install grpcio
RUN pip --no-cache-dir install h5py
RUN pip --no-cache-dir install keras_applications
RUN pip --no-cache-dir install keras_preprocessing
RUN pip --no-cache-dir install mock
RUN pip --no-cache-dir install requests
# RUN pip --no-cache-dir install numpy
# RUN pip --no-cache-dir install h5py

# Set up Bazel
ENV BAZEL_VERSION 0.24.1
WORKDIR /
# RUN mkdir /bazel && \
#     cd /bazel && \
#     curl -H "User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/57.0.2987.133 Safari/537.36" -fSsL -O https://github.com/bazelbuild/bazel/releases/download/$BAZEL_VERSION/bazel-$BAZEL_VERSION-installer-linux-x86_64.sh && \
#     curl -H "User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/57.0.2987.133 Safari/537.36" -fSsL -o /bazel/LICENSE.txt https://raw.githubusercontent.com/bazelbuild/bazel/master/LICENSE && \
#     chmod +x bazel-*.sh && \
#     ./bazel-$BAZEL_VERSION-installer-linux-x86_64.sh && \
#     cd / && \
#     rm -f /bazel/bazel-$BAZEL_VERSION-installer-linux-x86_64.sh

# Build bazel for aarch64.
RUN wget --quiet https://github.com/bazelbuild/bazel/releases/download/$BAZEL_VERSION/bazel-$BAZEL_VERSION-dist.zip && \
  mkdir bazel-$BAZEL_VERSION && \
  unzip -q bazel-$BAZEL_VERSION-dist.zip -d bazel-$BAZEL_VERSION && \
  cd bazel-$BAZEL_VERSION && \
  ./compile.sh && \
  cp -f output/bazel /usr/local/bin && \
  cd .. && \
  rm -rf bazel*

# Download TF Serving sources (optionally at specific commit).
WORKDIR /tensorflow-serving
RUN git clone --branch=${TF_SERVING_VERSION_GIT_BRANCH} https://github.com/tensorflow/serving . && \
    git remote add upstream https://github.com/tensorflow/serving.git && \
    if [ "${TF_SERVING_VERSION_GIT_COMMIT}" != "head" ]; then git checkout ${TF_SERVING_VERSION_GIT_COMMIT} ; fi


FROM base_build as binary_build
# Build, and install TensorFlow Serving
ARG TF_SERVING_BUILD_OPTIONS="--config=nativeopt"
RUN echo "Building with build options: ${TF_SERVING_BUILD_OPTIONS}"
ARG TF_SERVING_BAZEL_OPTIONS=""
RUN echo "Building with Bazel options: ${TF_SERVING_BAZEL_OPTIONS}"

RUN bazel build --color=yes --curses=yes \
    ${TF_SERVING_BAZEL_OPTIONS} \
    --verbose_failures \
    --output_filter=DONT_MATCH_ANYTHING \
    ${TF_SERVING_BUILD_OPTIONS} \
    tensorflow_serving/model_servers:tensorflow_model_server && \
    cp bazel-bin/tensorflow_serving/model_servers/tensorflow_model_server \
    /usr/local/bin/

# # Build and install TensorFlow Serving API
# RUN bazel build --color=yes --curses=yes \
#     ${TF_SERVING_BAZEL_OPTIONS} \
#     --verbose_failures \
#     --output_filter=DONT_MATCH_ANYTHING \
#     ${TF_SERVING_BUILD_OPTIONS} \
#     tensorflow_serving/tools/pip_package:build_pip_package && \
#     bazel-bin/tensorflow_serving/tools/pip_package/build_pip_package \
#     /tmp/pip && \
#     pip --no-cache-dir install --upgrade \
#     /tmp/pip/tensorflow_serving_api-*.whl && \
#     rm -rf /tmp/pip

FROM binary_build as clean_build
# Clean up Bazel cache when done.
RUN bazel clean --expunge --color=yes && \
    rm -rf /root/.cache
CMD ["/bin/bash"]